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Os03g0717000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to TMK protein precursor.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose dependent, type of G = no)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
155.32 | 0.586 | 8.89 | -0.16 | 1.03 | 1.49 | -0.813 | 0.496 | -0.0501 | 13.6 | 25.32 | 731 | -- | -- |
155.37 | 0.581 | 8.9 | -0.239 | 1.04 | 1.54 | -0.813 | -- | -0.0664 | 13.6 | 25.4 | 740 | -- | -- |
156.82 | 0.583 | 8.85 | 0.0223 | 1.19 | 1.24 | -- | 1.58 | 0.0691 | 14.4 | 26.28 | 909 | -- | -- |
156.99 | 0.584 | 8.88 | -0.274 | 1.17 | 1.38 | -- | -- | 0.0345 | 14.3 | 26.96 | 910 | -- | -- |
181.22 | 0.627 | 9.03 | -0.613 | -- | 2.1 | -- | -1.87 | -0.439 | -- | 23.04 | 218 | -- | -- |
205.89 | 0.673 | 8.89 | 0.0697 | 1.15 | -- | -0.598 | -- | 0.0294 | 15.5 | -- | -- | -- | -- |
206.94 | 0.674 | 8.9 | 0.059 | 1.15 | -- | -- | -- | 0.0261 | 15.6 | -- | -- | -- | -- |
182.83 | 0.63 | 8.95 | -0.338 | -- | 1.89 | -- | -- | -0.254 | -- | 23.04 | 225 | -- | -- |
158.48 | 0.586 | 8.88 | -- | 1.19 | 1.27 | -- | -- | 0.0862 | 14.6 | 27.63 | 935 | -- | -- |
280.41 | 0.782 | 8.89 | 0.0108 | -- | -- | -- | -- | -0.00441 | -- | -- | -- | -- | -- |
207.03 | 0.673 | 8.9 | -- | 1.15 | -- | -- | -- | 0.0195 | 15.6 | -- | -- | -- | -- |
185.68 | 0.635 | 8.94 | -- | -- | 1.83 | -- | -- | -0.203 | -- | 23.2 | 229 | -- | -- |
280.41 | 0.782 | 8.89 | -- | -- | -- | -- | -- | -0.00561 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|
1 | 150.59 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 17 |
5 | 153.99 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 21 |
9 | 154.63 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 11 |
13 | 154.70 | temperature | 25 | 720 | > th | dose dependent | rect. | 12 | 22 |
17 | 154.83 | temperature | 25 | 720 | > th | dose dependent | rect. | 6 | 17 |
34 | 155.11 | temperature | 30 | 720 | < th | dose independent | sin | 10 | NA |
43 | 155.23 | temperature | 30 | 720 | < th | dose independent | rect. | 1 | 20 |
45 | 155.24 | temperature | 25 | 720 | > th | dose dependent | rect. | 20 | 23 |
50 | 155.28 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 23 |
57 | 155.37 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 23 |
71 | 155.50 | temperature | 25 | 720 | > th | dose dependent | no | NA | NA |
80 | 155.71 | temperature | 30 | 720 | < th | dose independent | rect. | 23 | 22 |
102 | 155.98 | temperature | 30 | 720 | < th | dose independent | rect. | 9 | 17 |
115 | 156.31 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 17 |
137 | 156.54 | temperature | 30 | 720 | > th | dose independent | sin | 10 | NA |
144 | 156.64 | temperature | 30 | 720 | > th | dose independent | rect. | 17 | 18 |
154 | 156.70 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 8 |
163 | 156.79 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 12 |
166 | 156.79 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 20 |
170 | 156.80 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 18 |
173 | 156.80 | temperature | 25 | 720 | > th | dose dependent | sin | 21 | NA |
174 | 156.81 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 10 |
177 | 156.81 | humidity | 60 | 1440 | > th | dose independent | rect. | 11 | 16 |
202 | 156.95 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 15 |
206 | 156.98 | humidity | 60 | 1440 | > th | dose independent | sin | 16 | NA |
208 | 156.99 | humidity | 60 | 1440 | < th | dose independent | rect. | 12 | 7 |
217 | 157.05 | temperature | 10 | 720 | > th | dose dependent | rect. | 6 | 18 |
274 | 157.39 | humidity | 60 | 1440 | < th | dose independent | sin | 16 | NA |
298 | 157.58 | temperature | 30 | 720 | > th | dose dependent | sin | 10 | NA |
327 | 157.76 | humidity | 70 | 1440 | < th | dose dependent | rect. | 16 | 1 |
353 | 157.93 | temperature | 30 | 720 | > th | dose dependent | rect. | 17 | 18 |
363 | 157.99 | humidity | 60 | 14400 | < th | dose independent | rect. | 17 | 1 |
385 | 158.10 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 6 |
388 | 158.11 | humidity | 90 | 270 | < th | dose dependent | sin | 20 | NA |
392 | 158.13 | temperature | 30 | 720 | > th | dose independent | rect. | 13 | 23 |
414 | 158.28 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 2 |
423 | 158.34 | temperature | 30 | 720 | < th | dose independent | sin | 18 | NA |
445 | 158.40 | temperature | 30 | 720 | < th | dose independent | no | NA | NA |
455 | 158.45 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 3 |
456 | 158.45 | temperature | 30 | 720 | > th | dose independent | rect. | 11 | 23 |
471 | 158.54 | temperature | 30 | 720 | > th | dose independent | rect. | 9 | 10 |
488 | 158.55 | humidity | 70 | 1440 | < th | dose dependent | rect. | 15 | 4 |
513 | 158.71 | humidity | 70 | 1440 | < th | dose dependent | sin | 14 | NA |
515 | 158.72 | temperature | 30 | 720 | > th | dose independent | no | NA | NA |
623 | 158.83 | temperature | 25 | 720 | > th | dose dependent | rect. | 11 | 8 |
628 | 158.84 | humidity | 70 | 1440 | < th | dose dependent | rect. | 15 | 17 |
655 | 158.93 | temperature | 30 | 720 | > th | dose independent | sin | 18 | NA |
757 | 159.12 | temperature | 30 | 1440 | > th | dose dependent | rect. | 11 | 1 |
763 | 159.13 | temperature | 30 | 720 | < th | dose independent | rect. | 3 | 23 |
943 | 159.28 | radiation | 20 | 1440 | > th | dose dependent | rect. | 16 | 16 |
959 | 159.35 | temperature | 25 | 1440 | > th | dose dependent | rect. | 6 | 2 |